Amita Kamath

20 papers A* 5Journal 13Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Scale Can't Overcome Pragmatics: The Impact of Reporting Bias on Vision-Language Reasoning.
CoRR
Amita Kamath, Jack Hessel, Khyathi Chandu Raghavi, Jena D. Hwang, Kai-Wei Chang, Ranjay Krishna
2026 J jnl
Unified Text-Image Generation with Weakness-Targeted Post-Training.
CoRR
Jiahui Chen, Philippe Hansen-Estruch, Xiaochuang Han, Yushi Hu, Emily Dinan, Amita Kamath, Michal Drozdzal, Reyhane Askari Hemmat, Luke Zettlemoyer, Marjan Ghazvininejad
2025 J jnl
GenEval 2: Addressing Benchmark Drift in Text-to-Image Evaluation.
CoRR
Amita Kamath, Kai-Wei Chang, Ranjay Krishna, Luke Zettlemoyer, Yushi Hu, Marjan Ghazvininejad
2025 J jnl
Visual Representations inside the Language Model.
CoRR
Benlin Liu, Amita Kamath, Madeleine Grunde-McLaughlin, Winson Han, Ranjay Krishna
2024 J jnl
Exposing and Addressing Cross-Task Inconsistency in Unified Vision-Language Models.
Trans. Mach. Learn. Res.
Adyasha Maharana, Amita Kamath, Christopher Clark, Mohit Bansal, Aniruddha Kembhavi
2024 A* conf
Matryoshka Query Transformer for Large Vision-Language Models.
NeurIPS
Wenbo Hu, Zi-Yi Dou, Liunian Harold Li, Amita Kamath, Nanyun Peng, Kai-Wei Chang
2024 J jnl
Matryoshka Query Transformer for Large Vision-Language Models.
CoRR
Wenbo Hu, Zi-Yi Dou, Liunian Harold Li, Amita Kamath, Nanyun Peng, Kai-Wei Chang
2024 — conf
The Hard Positive Truth About Vision-Language Compositionality.
ECCV (14)
Amita Kamath, Cheng-Yu Hsieh, Kai-Wei Chang, Ranjay Krishna
2024 J jnl
The Hard Positive Truth about Vision-Language Compositionality.
CoRR
Amita Kamath, Cheng-Yu Hsieh, Kai-Wei Chang, Ranjay Krishna
2023 J jnl
Exposing and Addressing Cross-Task Inconsistency in Unified Vision-Language Models.
CoRR
Adyasha Maharana, Amita Kamath, Christopher Clark, Mohit Bansal, Aniruddha Kembhavi
2023 J jnl
Text encoders are performance bottlenecks in contrastive vision-language models.
CoRR
Amita Kamath, Jack Hessel, Kai-Wei Chang
2023 A* conf
Text encoders bottleneck compositionality in contrastive vision-language models.
EMNLP
Amita Kamath, Jack Hessel, Kai-Wei Chang
2023 A* conf
What's "up" with vision-language models? Investigating their struggle with spatial reasoning.
EMNLP
Amita Kamath, Jack Hessel, Kai-Wei Chang
2023 J jnl
What's "up" with vision-language models? Investigating their struggle with spatial reasoning.
CoRR
Amita Kamath, Jack Hessel, Kai-Wei Chang
2022 A* conf
Towards General Purpose Vision Systems: An End-to-End Task-Agnostic Vision-Language Architecture.
CVPR
Tanmay Gupta, Amita Kamath, Aniruddha Kembhavi, Derek Hoiem
2022 — conf
Webly Supervised Concept Expansion for General Purpose Vision Models.
ECCV (36)
Amita Kamath, Christopher Clark, Tanmay Gupta, Eric Kolve, Derek Hoiem, Aniruddha Kembhavi
2022 J jnl
Webly Supervised Concept Expansion for General Purpose Vision Models.
CoRR
Amita Kamath, Christopher Clark, Tanmay Gupta, Eric Kolve, Derek Hoiem, Aniruddha Kembhavi
2021 J jnl
Towards General Purpose Vision Systems.
CoRR
Tanmay Gupta, Amita Kamath, Aniruddha Kembhavi, Derek Hoiem
2020 A* conf
Selective Question Answering under Domain Shift.
ACL
Amita Kamath, Robin Jia, Percy Liang
2020 J jnl
Selective Question Answering under Domain Shift.
CoRR
Amita Kamath, Robin Jia, Percy Liang